Dr. Rosmarie Wirth
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Dr. Rosmarie Wirth
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Education:
- PhD in Experimental Physics (2025)
Hamburg University, Germany
Thesis: Reconstruction of Atmospheric Neutrino Events in JUNO using GCNs and Calibration of the OSIRIS Radiopurity Pre-Detector - Master of Science (2021)
Hamburg University, Germany
Thesis: Muon track reconstruction in Liquid Scintillation Detectors with GCNs - Bachelor of Science (2018)
Hamburg University, Germany
Thesis: Über die Anwendung neuronaler Netze zur Messung der Top Quark Masse am LHC
Previous research topics:
- OSIRIS radio purity pre-detector: The OSIRIS (Online Scintillator Internal Radioactivity Investigation System) is designed to monitor the radio purity of JUNO's liquid scintillator during the filling process. This system was primarily developed, funded, and operated by German institutes within the JUNO collaboration. During my PhD, I contributed significantly to the commissioning and calibration of OSIRIS.
- Reconstuction of atmospheric neutrino events in JUNO with GCNs: JUNO aims to utilize atmospheric neutrinos as a secondary, independent channel to determine the neutrino mass ordering (NMO). Precise event reconstruction is crucial for this analysis. During my PhD, I focused on developing methods for energy reconstruction, event classification and particle identification using simulated detector response data, using Graph Convolutional Neural Networks (GCNs).
Talks:
- DPG Spring meeting, April 1-4, 2025, Göttingen Germany
Parallel Talk: Source Calibration of the OSIRIS Radiopurity Monitor for JUNO - XX International Workshop on Neutrino Telescopes, October 23 – 27, 2023, Venice Italy
Flash Talk: Flavor Identification for Atmospheric Neutrinos in JUNO - DPG Spring meeting, March 20-24, 2023, Dresden Germany
Parallel Talk: Reconstruction of atmospheric neutrino events in JUNO using GCNs - Seminar: Physics ❤ AI, February 3, 2023, Hamburg Germany
Seminar Talk: Reconstruction with GCNs - Graphs representing the Detector geometry - Seminar: Seminar on PP, APP, and GW, June 8, 2022, online
Seminar Talk: Reconstruction of atmospheric neutrino events in JUNO using machine learning methods - DPG Spring meeting, March 21-25, 2022, online
Parallel Talk: Machine learning based reconstruction of atmospheric neutrino events in JUNO - DPG Spring meeting, March 15-19, 2021, online
Parallel Talk: Muon Track Reconstruction in Liquid Scintillators with Graph Neural Networks
Proceedings:
- R. Wirth, M. Rifai, M. Colomer (JUNO Collaboration), Reconstruction of atmospheric neutrinos in JUNO PoS(ICRC2023)1189
- M. Colomer, M. Rifai, R. Wirth (JUNO Collaboration), Reconstruction of atmospheric neutrino events at JUNO PoS(ICHEP2022)1114
Posters:
- XXXI International Conference on Neutrino Physics and Astrophysics June 16 – 22, 2024 Milano, Italy
R. Wirth, T. Sterr - Calibration of the JUNO pre-detector OSIRIS - XLI International Conference on High Energy Physics July 6 – 13, 2022 Bologna, Italy
R. Wirth, M. Rifai, M. Colomer - Reconstruction of atmospheric neutrino events at JUNO
Teaching and Supervision:
- Practical Course on Drifttubes for bachelor students at Hamburg University (2021-2025)
- Co-Supervision of bachelor students at Hamburg University
Summer/Winter Schools:
- INFN School on Underground Physics June 20-24, 2022 L'Aquila, Italy
Poster: Reconstruction of atmospheric neutrinos in JUNO